Pith Number

pith:UDEL2MAX

pith:2025:UDEL2MAXPE5CHC5TCHKOTK6OEX

not attested not anchored not stored refs pending

GeoPandas-AI: A Smart Class Bringing LLM as Stateful AI Code Assistant

Gaspard Merten, Gilles Dejaegere, Mahmoud Sakr

arxiv:2506.11781 v1 · 2025-06-13 · cs.HC · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UDEL2MAXPE5CHC5TCHKOTK6OEX}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T11:21:10.620521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0c8bd3017793a238bb311d4e9abce25e49fbe78d89b3c7da5d18e9dd17e5d04

Aliases

arxiv: 2506.11781 · arxiv_version: 2506.11781v1 · doi: 10.48550/arxiv.2506.11781 · pith_short_12: UDEL2MAXPE5C · pith_short_16: UDEL2MAXPE5CHC5T · pith_short_8: UDEL2MAX

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/UDEL2MAXPE5CHC5TCHKOTK6OEX \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a0c8bd3017793a238bb311d4e9abce25e49fbe78d89b3c7da5d18e9dd17e5d04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90ff396ca19fb1dfb8cf641488d081820d4d58c705de3ae5f7453d249022aaef",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-06-13T13:42:17Z",
    "title_canon_sha256": "753644021f7201814b1adfd7435cd70596bc0306d70f4bd690390846b255a09c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11781",
    "kind": "arxiv",
    "version": 1
  }
}